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In Raspbian Jessie Lite, there is a little additional configuration you need to provide for dhcpcd, since Raspbian uses dhcpcd5 by default. If you want, you could disable/uninstall dhcpcd5 entirely, but it's simpler to provide the correct static IP configuration in dhcpcd's configuration file. In my case, I edited /etc/dhcpcd.conf, and put the following inside, after the rest of the configuration: